Overview

UW 410 - Applied Machine Learning

Module Overview:

• Module 1 - Generalized Linear Models
  • Appendix Presentation
  • Appendix Communities Notebook
• Module 2 - Trees and Forests
• Module 3 - Clustering
• Module 4 - Dimensionality Reduction (pdf)
• Module 5 - Topic Models (pdf)
  • Appendix Topic Modelling Notebook
• Module 6 - Recommender Systems
• Module 7 - Anomaly Detection
• Appendix Anomaly Detection Notebook
• Module 8 - Big Data (pdf)

Homework :

• Homework 1 - Supervised Learning
• Homework 2 - Unsupervised Learning

Misc :

• Final Project - Example Datasets